Fractional CIO & CTO · Technology Executive · Founder, Do IT Right Consultants

Derrick Schmenk

Technology leadership from the boardroom to the industrial edge.

Twenty years architecting enterprise IT, industrial OT, AI infrastructure, and the rail systems that move the physical world — and building the teams that run them.

20+
Years leading
200+
Sites operated
200GB/s
Aggregate read
50%
Cost reduction
2 US
Patents pending
Derrick Schmenk, technology executive, in a data center
Derrick Schmenk
MACCLENNY, FL · 30.28°N 82.12°W

One leader · Four worlds

Boardroom to edge.

Most technology leaders live in one of these. The value I bring is fluency across all four — and the integration work that quietly connects them.

01

Boardroom

Strategy at CIO and CTO scope, operating models, budget ownership and forecasting, vendor governance, and M&A integration and divestiture execution.

02

Enterprise IT

Cloud, identity, cybersecurity, network segmentation, and zero-downtime infrastructure separation at scale.

03

Industrial OT

SCADA, Modbus telemetry, PI data pathways, and secure plant-to-enterprise integration for distributed power generation.

04

Frontier

AI/ML inferencing infrastructure, edge capture, rail inspection systems, hands-on agentic-AI practice, and a portfolio of AI ventures.

About

The engineer in the executive.

I'm a technology executive who never left the keyboard. For 20+ years I've led global engineering, product innovation, and enterprise infrastructure across eCommerce, manufacturing, energy, rail, and AI — operating in a CIO and CTO capacity with hands-on architectural depth.

I'm at my best where worlds collide: connecting enterprise networks to plant-floor telemetry, standing up standalone infrastructure under a separation deadline, or scaling AI inferencing without blowing the budget. I build systems that are scalable, secure, supportable, and ready for the real, industrial world.

I lead humble, hungry, and people-smart — listening first, moving with urgency, and elevating the people around me through radical candor and genuine human connection.

Humble

Listen first, ask second, take nothing for granted.

Hungry

Seek out new challenges; lead with energy and discipline.

People-smart

Champion radical candor and elevate everyone around me.

Signature impact

Outcomes, not job descriptions.

50%

Lower product cost from a laser illumination system I conceived and invented for high-speed rail imaging, which also improved image quality, speed capability, and reliability. Lead inventor, U.S. Patent Application No. 19/545,297 (patent pending).

Lead inventor · Rail & machine vision

200 GB/s

Aggregate read throughput, alongside 140 GB/s aggregate write, achieved across multiple acquisition and processing hosts at the same time. The storage was architected into 12U of rack for ML image processing on rail inspection portals.

High-throughput infrastructure

12 EDCs

Edge data centers designed and implemented trackside for rail inspection portals, ranging from 67 kW to 192 kW, running image processing, data storage, and AI inferencing at the edge.

Edge data centers · Power & cooling

$10M+

Concurrent authority over four budgets at Duos (product, IT, development, and AI), including building the forward-year forecast for all four.

Budget & forecasting

17 people

Led concurrently across three functions (IT, development, and AI) for more than six months, after building the IT operations unit and a worldwide service-delivery team.

Team leadership

200+

Sites under unified technology operations across a national footprint — lower overhead, higher resilience, standardized systems.

Distributed IT operations

Zero

Operational downtime while designing and executing APR Energy's standalone infrastructure separation — identity, network, security, and monitoring rebuilt live.

Separation & continuity

20 yrs

Of accumulated technical debt eliminated — legacy infrastructure modernized to current compliance, uptime, and supportability standards.

Modernization

46→98%

Customer satisfaction improvement at a corporate service desk, driven by new support processes and a self-built self-service resolution tool.

Customer experience

$518K

Annual savings consolidating ISP, cellular, telephone, and copier services across a 200+ site distributed footprint.

Cost optimization

+150%

Workforce-utilization gain overcoming staffing shortages — the technician team built there became a hiring pipeline for other departments.

Team performance

2 hrs

Saved per claim package by an AI workflow, built for a consulting client, that collects and summarizes insurance documentation for human claim approval.

Applied AI · Consulting

In the press

Proof, on the record.

The AI railcar-inspection system I led R&D for at Duos — built with Dell, NVIDIA, and Kalray — drew independent coverage across the HPC and rail-technology press, and the platform was named a 2023 Progressive Railroading Rail Safety & Technology Products winner.

InsideHPCFeature · Oct 2023

HPC, AI & edge at the Railcar Inspection Portal

Independent HPC trade press on the Dell–Kalray–NVIDIA system, quoting me as VP of R&D & Innovation on the data-throughput challenge — I framed it by noting an average home computer would fill up in about four seconds.

Read the article →
Kalray + Dell TechnologiesCase study · 2023

100× faster inspection with smart AI storage

A customer success story on the storage-and-compute architecture behind the inspection portal, with my commentary throughout on the design — Dell PowerEdge servers, Kalray NVMe storage, and NVIDIA GPUs working at the edge.

Open the case study →
KalrayWhite paper · Jan 2024

Data-management considerations for generative AI

A technical white paper that uses the Duos edge-AI deployment — and my commentary — as a real-world case for managing data at the volumes modern AI workloads demand, well beyond rail.

Read the white paper →
Progressive Railroading / DuosVideo

Transforming railcar inspection: a site visit

An on-camera walkthrough of the Railcar Inspection Portal and the technology that powers it, featuring me as VP of Research, Development & Innovation.

Watch the video →
The system I architected has been showcased by Dell Technologies · NVIDIA · Kalray See the Dell Technologies story →

Career

Twenty years, built in the field.

Jan 2026 Sep 2026

Director of Infrastructure

APR Energy · Jacksonville, FL

Owned the standalone enterprise infrastructure roadmap post-separation — identity, network, security, virtualization, endpoint management, monitoring, remote access, and industrial connectivity for distributed power generation. Rolled out enterprise GenAI tooling — Claude, Microsoft Copilot, ChatGPT Enterprise — tied to identity and access control, and managed a mixed macOS/Windows/Linux endpoint fleet via Apple Business Manager, Intune, and NinjaRMM.

Retained since September 2026 on a consulting retainer through Do IT Right Consultants.

Nov 2024 Dec 2025

Infrastructure Integration Consultant

APR Energy / Duos Technologies · Jacksonville, FL

Led the IT/OT integration of APR and Duos, then designed and executed APR's full infrastructure separation — enterprise services, routing, access controls, and monitoring — with operational continuity intact, while directly leading SOC 2 / ISO 27001-aligned control readiness.

2019 Dec 2025

VP, Research, Development & Innovation

Duos Technologies Inc. · Jacksonville, FL

Set the R&D vision for rail inspection, AI, and intelligent monitoring platforms while also serving as VP of Information Technology. Led DevOps, enterprise IT, AI/ML, and hardware-software teams, at one point 17 people across IT, development, and AI with concurrent authority over $10M+ in budgets. Lead inventor of the patent-pending laser illumination system; designed and implemented 12 trackside edge data centers, specifying their power and cooling; architected portal storage in 12U that reached 200 GB/s aggregate read and 140 GB/s aggregate write; and led TV360, an AI vision platform detecting mechanical flaws on trains passing through a 360° high-speed camera portal.

Re-engaged in 2026 through Do IT Right Consultants for cloud migration planning.

2018 Present

Founder & Principal Consultant

Do IT Right Consultants · Macclenny, FL

Fractional CIO and CTO work for growth-oriented clients: infrastructure strategy, systems modernization, secure architecture, applied AI, web automation, and eCommerce technology. 60+ sites deployed, $3M+ in client budgets managed.

Client engagements include an AI workflow that collects and summarizes insurance documentation for human claim approval, saving about two hours per claim package; an AI market-analytics engine for go-to-market location analysis for a national franchise brand; cloud migration discovery and planning for an industrial technology company; an on-call retainer covering identity, offboarding, and data-retention administration for an enterprise in transition; automated DoD certificate requests for military personnel, saving about ten minutes per request; an IT procurement process redesigned around accounting and asset management; a HIPAA security and systems evaluation for a medical client; and pre-release application security reviews against OWASP Top 10 and NIST SP 800-63B.

Built IronPing, a native iOS app taken concept-to-delivery; the Web Demo Engine, an AI pipeline that finds businesses with weak web presences and auto-builds demo sites to drive outreach; and Sebastian, an autonomous AI assistant handling Tier 1-2 IT support, real phone calls, and day-to-day scheduling and coordination.

2017 2018

Service Desk & IT Operations Manager

ICX Managed Services · Jacksonville, FL

Managed 14 people across service desk, network engineering, project management, and field service. Rebuilt SLAs and integrated KPI reporting — raising response rates 70%→97%, resolution 67%→95%, and utilization 44%→87% in under six months. Led a standardized rollout of PCs, network, and security services across 170 Brightway Insurance franchise facilities.

2015 2017

Corporate Service Desk Manager

Advanced Disposal Services · Ponte Vedra, FL

Managed an eight-person help desk on a budget of roughly $900K a year. Authored the corporate SLA still in use at departure and wrote a .NET self-service tool for end-user issue resolution, lifting customer satisfaction from 46% to 98% and overcoming staffing shortages with a 150% workforce-utilization gain.

2006 2015

Regional IT Manager

Advanced Disposal Services · Roswell, GA

Directed regional IT across a 200+ site footprint with four field technicians and a $1.2M annual operating budget, personally handling about 90% of the administration and engineering across VMware, Citrix, Microsoft, Exchange, and the TRUX ERP. Built early industrial OT capability — engineered custom remote compactor control and safety hardware, satellite/cellular connectivity for remote transfer stations, and telemetry for a landfill methane-to-power turbine and recycling-plant sorting systems. Consolidated ISP, cellular, and copier services ($518K savings) and scaled Citrix/VMware infrastructure from 300 to 900 users via physical-to-virtual conversion ($436K reduction).

Capabilities

The full stack — boardroom to bare metal.

Cloud & Identity

AzureGCPAWS Microsoft 365Entra IDConditional Access MFA · PIM · LAPSSAML SSO Google Workspace (Admin)KeycloakWorkOS

Infrastructure & Network

Fortinet / FortiGateMerakiCisco VMware vSphereHyper-VNutanix ProxmoxVLAN · 802.1XRADIUS/NPS

IT/OT & Industrial

SCADAModbus TCP/IPPLC / RTU OSIsoft / AVEVA PIPower Monitoring Expert Woodward MicroNetDEIF AGC/AFCSchneider ION

Rail & Inspection Systems

Rail Inspection PortalPTCAEI Signal systemsHot-bearing detection Vibration detectionHigh-speed imagingEdge capture

AI, DevOps & Automation

AI/ML inferencingNvidia AIE (GRID)Docker KubernetesTerraformAnsible Jenkins · CI/CDGit Agentic AI workflowsMCPPrompt engineering

Languages, Data & Observability

PythonC++Bash · PowerShell.NET SQL Server · PostgreSQLMongoDB Prometheus · GrafanaAzure MonitorSIEM

Security & Compliance

SOC 2ISO 27001HIPAA PCINISTSOX GDPR / CCPADefender XDR OWASP AppSecDR / BC planningITIL / ITSM

Endpoint & MDM

Apple Business ManagerIntuneAutopilot NinjaRMMMAM / BYODmacOS · Windows · Linux

Edge Data Centers & Power

Edge data center designPower distribution UPSPDURack cooling Backup powerEaton · APC · CyberPower

Remote Access & Enterprise Tools

BeyondTrust (Bomgar)ConnectWise ScreenConnect TeamViewerLogMeIn / GoToTRUX ERP ServiceNowSalesforceJira · Confluence

Ventures

What I'm building.

Beyond the executive seat, I build and back companies at the edge of AI and infrastructure.

Active

Do IT Right Consultants

Fractional CIO and CTO leadership on demand — AI consultation, IT, cloud, security, and ERP architecture for organizations that need a steady hand on the wheel.

In development

Personal Assistant AI

A near-human AI personal assistant — built to handle the coordination, communication, and busywork of modern life so people get their time back.

SaaS · Building now
Stealth

Versa

An AI venture built on agentic AI architecture, currently in active development. Product specifics stay under wraps for now — full details available under NDA.

In development · Request access →

Get in touch

Let's build something that lasts.

Whether you need a fractional CIO or CTO, senior architecture and strategy on demand, or you're a board or executive team looking for technology leadership — I'd like to hear from you.